{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "make structures."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from wizard.atoms import SymbolInfo\n",
    "from wizard.calculator import MaterialCalculator\n",
    "from calorine.calculators import CPUNEP\n",
    "\n",
    "symbol_infos = [\n",
    "SymbolInfo('Mo', 'bcc', 3.164),\n",
    "SymbolInfo('Ta', 'bcc', 3.319),\n",
    "SymbolInfo('V',  'bcc', 2.997),\n",
    "SymbolInfo('W',  'bcc', 3.185)\n",
    "]\n",
    "for symbol_info in symbol_infos:\n",
    "    atoms = symbol_info.create_bulk_atoms()\n",
    "    calc = CPUNEP('../potentials/4-4-80/nep.txt')\n",
    "    material_calculator = MaterialCalculator(atoms, calc, symbol_info)  \n",
    "    material_calculator.bcc_metal_screw_dipole_move()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "from calorine.calculators import CPUNEP\n",
    "from wizard.io import read_xyz\n",
    "%matplotlib inline\n",
    "\n",
    "calc = CPUNEP('../potentials/4-4-80/nep.txt')\n",
    "symbols = ['Mo', 'Ta', 'V', 'W']\n",
    "\n",
    "frames = read_xyz('ref.xyz')\n",
    "plt.rcParams['text.usetex'] = False\n",
    "plt.rcParams['font.size'] = 6\n",
    "fig, axes = plt.subplots(\n",
    "    figsize=(4, 3),\n",
    "    dpi=200,\n",
    "    nrows=2,\n",
    "    ncols=2,\n",
    "    sharex = False,\n",
    "    sharey=False\n",
    ")\n",
    "data = {}\n",
    "for symbol in symbols:\n",
    "    data[symbol] = {}\n",
    "    data[symbol]['nep'] = []\n",
    "    data[symbol]['dft'] = []\n",
    "    for atoms in frames:\n",
    "        atoms.calc = calc\n",
    "        if set(atoms.get_chemical_symbols()) == {symbol}:\n",
    "            data[symbol]['nep'].append(atoms.get_potential_energy() / 2)\n",
    "            data[symbol]['dft'].append(atoms.info['energy'] / 2)\n",
    "\n",
    "for k, (species, values) in enumerate(data.items()):\n",
    "    color = f'C{k}'\n",
    "    if species == 'Mo':\n",
    "        nep = [value - min(values['nep']) for value in values['nep']]\n",
    "        dft = [value - min(values['dft']) for value in values['dft']]\n",
    "        axes[0][0].plot(nep, 'o-', color=color, label=species, fillstyle='none')\n",
    "        axes[0][0].plot(dft, '*', color=color)\n",
    "        axes[0][0].legend()\n",
    "        axes[0][0].set_xlabel('PATH')\n",
    "        axes[0][0].set_ylabel('Energies (eV)')\n",
    "        axes[0][0].set_title('Mo')\n",
    "    if species == 'Ta':\n",
    "        nep = [value - min(values['nep']) for value in values['nep']]\n",
    "        dft = [value - min(values['dft']) for value in values['dft']]\n",
    "        axes[0][1].plot(nep, 'o-', color=color, label=species, fillstyle='none')\n",
    "        axes[0][1].plot(dft, '*', color=color)\n",
    "        axes[0][1].legend()\n",
    "        axes[0][1].set_xlabel('PATH')\n",
    "        axes[0][1].set_ylabel('Energies (eV)')\n",
    "        axes[0][1].set_title('Ta')\n",
    "    if species == 'V':\n",
    "        nep = [value - min(values['nep']) for value in values['nep']]\n",
    "        dft = [value - min(values['dft']) for value in values['dft']]\n",
    "        axes[1][0].plot(nep, 'o-', color=color, label=species, fillstyle='none')\n",
    "        axes[1][0].plot(dft, '*', color=color)\n",
    "        axes[1][0].legend()\n",
    "        axes[1][0].set_xlabel('PATH')\n",
    "        axes[1][0].set_ylabel('Energies (eV)')\n",
    "        axes[1][0].set_title('V')\n",
    "    if species == 'W':\n",
    "        nep = [value - min(values['nep']) for value in values['nep']]\n",
    "        dft = [value - min(values['dft']) for value in values['dft']]\n",
    "        axes[1][1].plot(nep, 'o-', color=color, label=species, fillstyle='none')\n",
    "        axes[1][1].plot(dft, '*', color=color)\n",
    "        axes[1][1].legend()\n",
    "        axes[1][1].set_xlabel('PATH')\n",
    "        axes[1][1].set_ylabel('Energies (eV)')\n",
    "        axes[1][1].set_title('W')\n",
    "\n",
    "fig.tight_layout()\n",
    "fig.align_ylabels(axes)\n",
    "plt.savefig('screw.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
